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10/18/2022
Online Convex Optimization with Unbounded Memory
Online convex optimization (OCO) is a widely used framework in online le...
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09/24/2022
Non-monotonic Resource Utilization in the Bandits with Knapsacks Problem
Bandits with knapsacks (BwK) is an influential model of sequential decis...
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11/02/2020
Homeomorphic-Invariance of EM: Non-Asymptotic Convergence in KL Divergence for Exponential Families via Mirror Descent
Expectation maximization (EM) is the default algorithm for fitting proba...
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